diff --git a/frontend/src/i18n/locales/en/aiops.ts b/frontend/src/i18n/locales/en/aiops.ts
index b825f85..67e7ebf 100644
--- a/frontend/src/i18n/locales/en/aiops.ts
+++ b/frontend/src/i18n/locales/en/aiops.ts
@@ -58,9 +58,7 @@ export default {
   },
 
   config: {
-    quickPresets: 'Quick presets',
-    presetCustom: 'Custom',
-    presetHint: 'DeepSeek official picks; custom accepts any OpenAI-compatible endpoint',
+    advanced: 'Advanced',
     providerSelectHint: 'Pick a provider to autofill endpoint and model',
     enabled: 'Enable AI analysis',
     enabledHint: 'When off, Analyze returns a clear "not enabled" message',
diff --git a/frontend/src/i18n/locales/zh/aiops.ts b/frontend/src/i18n/locales/zh/aiops.ts
index 472ab77..b8b5879 100644
--- a/frontend/src/i18n/locales/zh/aiops.ts
+++ b/frontend/src/i18n/locales/zh/aiops.ts
@@ -58,9 +58,7 @@ export default {
   },
 
   config: {
-    quickPresets: '快捷预设',
-    presetCustom: '自定义',
-    presetHint: 'DeepSeek 官方推荐;自定义可手填任意 OpenAI 兼容端点',
+    advanced: '高级设置',
     providerSelectHint: '选择供应商自动填入端点与推荐模型',
     enabled: '启用 AI 分析',
     enabledHint: '关闭后「开始分析」会直接提示未启用，不影响其它功能',
diff --git a/frontend/src/pages/aiops/index.tsx b/frontend/src/pages/aiops/index.tsx
index 883b7ae..2013fe7 100644
--- a/frontend/src/pages/aiops/index.tsx
+++ b/frontend/src/pages/aiops/index.tsx
@@ -518,34 +518,6 @@ export default function AiopsPage() {
                   </span>
                 </div>
 
-                <div className="flex flex-wrap items-end gap-2">
-                  <div className="space-y-1">
-                    <Label className="text-xs">{t('config.quickPresets')}</Label>
-                    <div className="flex gap-2">
-                      {LLM_PROVIDERS.filter(p => p.id === 'deepseek')[0].models.slice(0, 2).reverse().concat([]).map(m => (
-                        <Button
-                          key={m}
-                          type="button"
-                          size="sm"
-                          variant={config.model === m ? 'default' : 'outline'}
-                          onClick={() => setConfig({ ...config, baseUrl: LLM_PROVIDERS.find(p => p.id === 'deepseek')!.endpoint, model: m })}
-                        >
-                          {m}
-                        </Button>
-                      ))}
-                      <Button
-                        type="button"
-                        size="sm"
-                        variant={matchProvider(config.baseUrl) === 'custom' ? 'default' : 'outline'}
-                        onClick={() => setConfig({ ...config, baseUrl: '', model: '' })}
-                      >
-                        {t('config.presetCustom')}
-                      </Button>
-                    </div>
-                    <p className="text-[11px] text-muted-foreground">{t('config.presetHint')}</p>
-                  </div>
-                </div>
-
                 <div className="grid gap-4 sm:grid-cols-2">
                   <div className="space-y-1">
                     <Label className="text-xs">{t('config.provider')}</Label>
@@ -581,6 +553,7 @@ export default function AiopsPage() {
                     </datalist>
                     <p className="text-[11px] text-muted-foreground">{t('config.modelHint')}</p>
                   </div>
+                  {matchProvider(config.baseUrl) === 'custom' && (
                   <div className="space-y-1 sm:col-span-2">
                     <Label className="text-xs">{t('config.baseUrl')}</Label>
                     <Input
@@ -590,6 +563,7 @@ export default function AiopsPage() {
                     />
                     <p className="text-[11px] text-muted-foreground">{t('config.baseUrlHint')}</p>
                   </div>
+                  )}
                   <div className="space-y-1">
                     <Label className="text-xs">{t('config.apiKey')}</Label>
                     <Input
@@ -600,6 +574,9 @@ export default function AiopsPage() {
                     />
                     <p className="text-[11px] text-muted-foreground">{t('config.apiKeyHint')}</p>
                   </div>
+                  <details className="sm:col-span-2 rounded-lg border px-3 py-2">
+                    <summary className="cursor-pointer text-xs font-medium text-muted-foreground">{t('config.advanced')}</summary>
+                    <div className="mt-3 grid gap-4">
                   <div className="grid grid-cols-3 gap-2">
                     <div className="space-y-1">
                       <Label className="text-xs">{t('config.temperature')}</Label>
@@ -648,6 +625,8 @@ export default function AiopsPage() {
                     />
                     <p className="text-[11px] text-muted-foreground">{t('config.redactExtraHint')}</p>
                   </div>
+                    </div>
+                  </details>
                 </div>
 
                 {/* 顺序按实际操作流：先「测试连接」确认能通，再「保存配置」 */}
diff --git a/frontend/src/router/routes.tsx b/frontend/src/router/routes.tsx
index 7c5a9ee..b78c55e 100644
--- a/frontend/src/router/routes.tsx
+++ b/frontend/src/router/routes.tsx
@@ -73,7 +73,7 @@ export const routes: AppRoute[] = [
   { path: '/logs', component: LogsPage, auth: true, meta: { title: 'menu.logs', icon: ScrollText, order: 5 } },
   { path: '/analysis', component: AnalysisPage, auth: true, meta: { title: 'menu.analysis', icon: BarChart3, order: 6, adminOnly: true, proOnly: true } },
   // 智能运维：AI 日志分析。紧跟日志分析，便于"先看统计、再问 AI"的动线
-  { path: '/aiops', component: AiopsPage, auth: true, meta: { title: 'menu.aiops', icon: Sparkles, order: 6, adminOnly: true, proOnly: true } },
+  { path: '/aiops', component: AiopsPage, auth: true, meta: { title: 'menu.aiops', icon: Sparkles, order: 7.5, adminOnly: true, proOnly: true } },
 
   // ── 告警：独立入口（要盯的，不能被折叠） ──
   // 告警仅管理员：普通用户按「查询授权」只看指定的日志（菜单只剩日志查询）。